equinor/neqsim · .github/skills/neqsim-model-calibration-and-data-reconciliation/SKILL.md

neqsim-model-calibration-and-data-reconciliation skillA

neqsim-model-calibration-and-data-reconciliation is agent-read markdown (skill) from equinor/neqsim: Model calibration and data reconciliation workflow for NeqSim digital twins. USE WHEN: reducing model-vs-plant mismatch, tuning process model parameters from historian data, reconciling noisy measurements, or building validation reports for calibrated simulations. Covers tag mapping, data quality gates, steady-state window selection, bounded optimization, residual diagnostics, and results.json reporting..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add equinor/neqsim/neqsim-model-calibration-and-data-reconciliation@git:20260419.5d61820
Exact content
mdr add equinor/neqsim/neqsim-model-calibration-and-data-reconciliation@sha256:53ddff3eaaca0f31

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_btgwsvgm7ptf7kpl.svg)](https://markdownregistry.com/a/art_btgwsvgm7ptf7kpl)

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Versions

versioncommittedcommitsizeaudit
git:20260419.5d61820 latest2026-04-19 5d61820 8,010 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (8010 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

equinor/neqsim · 153 stars · license Apache-2.0 · pushed 2026-09-17 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_btgwsvgm7ptf7kpl
GET https://markdownregistry.com/api/v1/resolve?ref=equinor/neqsim/neqsim-model-calibration-and-data-reconciliation
GET https://markdownregistry.com/api/v1/blob/53ddff3eaaca0f31555cf99fbe3faaf398b83b4a06749f4cd1b4c1ef283f15b3

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.